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Generating Executable Robotic Process Automation Scripts from Unsegmented User Interface Logs

This book is a revised version of the PhD dissertation written by the author at Sapienza – Università di Roma in Italy. Robotic Process Automation (RPA) is an automation technology in the field of BPM that creates software robots to automate rule-based and repetitive tasks performed by human users i...

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Hlavní autor: Agostinelli, Simone (Autor)
Korporativní autor: SpringerLink (Online service)
Médium: Elektronický zdroj E-kniha
Jazyk:angličtina
Vydáno: Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
Vydání:1st ed. 2024.
Edice:Lecture Notes in Business Information Processing, 522
Témata:
Business > Data processing.
Artificial intelligence.
Information technology > Management.
Business Informatics.
Artificial Intelligence.
Business Process Management.
On-line přístup:https://doi.org/10.1007/978-3-031-61368-5
Tagy: Přidat tag
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Obsah:
  • 1) Introduction
  • 2) Background
  • 3) Segmentation in RPA
  • 4) Segments Discovery through Frequent-Pattern Identification
  • 5) Human-in-the-loop Interaction through SCAN
  • 6) Routine Traces Detection through Trace Alignment
  • 7) SmartRPA: Automated Generation of SW Robots
  • 8) Realizing and Evaluating SmartRPA
  • 9) Conclusion.

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